Active Semi-Supervised Learning using Submodular Functions
Andrew GuilloryJeff A. BilmesPublished in: CoRR (2012)
Keyphrases
- semi supervised learning
- supervised and unsupervised learning
- submodular functions
- semi supervised
- unlabeled data
- labeled data
- learning problems
- supervised learning
- unsupervised learning
- training data
- semi supervised classification
- machine learning
- greedy algorithm
- co training
- label propagation
- manifold regularization
- active learning
- transfer learning
- facility location problem
- text categorization
- graph based semi supervised learning
- pairwise
- combinatorial optimization
- objective function
- class labels
- semi supervised learning algorithms
- text classification
- computer vision